Nobin Sarwar's picture

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Nobin Sarwar

smsnobin77

·

https://smsnobin77.github.io/

AI & ML interests

Large Language Models, Federated Learning

Organizations

authored 5 papers 2 months ago

FedMentor: Domain-Aware Differential Privacy for Heterogeneous Federated LLMs in Mental Health

Paper • 2509.14275 • Published Sep 16, 2025

FedMentalCare: Towards Privacy-Preserving Fine-Tuned LLMs to Analyze Mental Health Status Using Federated Learning Framework

Paper • 2503.05786 • Published Feb 27, 2025

FilterRAG: Zero-Shot Informed Retrieval-Augmented Generation to Mitigate Hallucinations in VQA

Paper • 2502.18536 • Published Feb 25, 2025

Differentially Private Data Publication with Multi-level Data Utility

Paper • 2112.07061 • Published Dec 13, 2021

Differential Privacy in Privacy-Preserving Big Data and Learning: Challenge and Opportunity

Paper • 2112.01704 • Published Dec 3, 2021